Object Positions Reset On Blender Load
Thanks to lemon/atomicbezierslinger, they were exactly right!

I had a few animations placed on objects that I had decided not to use, yet had not deleted. The frame 1 keyframe of these animations was set to 0 - resulting in the effect described above.

Simply deleting the animations (since I am not using them) fixed the issue!